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ai

|Scale & Resilience

|Engineering

Vehicle Search with SQL and Vector Embeddings

"I'll know it when I see it" is the classic car buyer's line, but it's also the one thing old-school search bars totally fail to deliver. Traditional keyword search fails when a customer wants a car that "looks like this photo from Fast and Furious." This is where vector search comes in, transforming unstructured data into mathematical vectors to find semantically similar items.

alejandro-infanzon

Alejandro Infanzon

January 27, 2026

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Banking & Fintech

ai

Product

How to Simulate Resilient, Real-Time Anomaly Detection with CockroachDB and Kafka

When it comes to real-time applications, resilience isn't a nice-to-have, it’s a necessity. In this post, we’ll walk through a live demo designed to stress-test CockroachDB’s ability to detect anomalies in a stream of financial transactions. Along the way, we’ll simulate production traffic, observe latency under load, and scale our detection pipeline on the fly.

robreid

Rob Reid

January 26, 2026

agentic-ai-outrunning-database

Scale & Resilience

ai

Why Agentic AI is Outrunning Your Database (and How to Catch Up FAST)

Over the past year, it’s become increasingly clear that the most consequential change in AI isn’t happening in models — it’s happening in volume. As agentic systems move from experimentation into production and autonomy, autonomous activity is beginning to rival, and poised to exceed, human-driven traffic across the internet. That shift changes the economics and the physics of software.

jeff-cotrupe

Jeff Cotrupe

January 20, 2026

CockroachDB Why Fintech is Moving to Distributed SQL databases SOCIAL 1200 webp

ai

SQL

Why Modern AI Workloads Need Distributed Database Architecture

AI workloads have become business-critical applications. Agentic systems, real-time inference, recommendation engines, fraud detection, and retrieval-augmented generation (RAG) are live and impacting the customer experience.

David Weiss

David Weiss

December 30, 2025

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ai

Scale & Resilience

How ClickHouse and CockroachDB Power Real-Time AI at Scale

Real-time AI isn’t a future ambition. It’s today’s business necessity. But powering fast, intelligent experiences in production takes more than just a good model. You need the right data infrastructure behind it.

Rebecca Weng Headshot

Becca Weng

December 24, 2025

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AWS

ai

Events

How to Build Resilient GenAI and Agentic Apps with Intelligent Memory

As GenAI applications evolve from chat interfaces to autonomous agents, they are also introducing real infrastructure challenges. Model hallucinations, service outages, and scaling limitations are common blockers, especially for enterprise teams trying to move beyond proof of concept.

Rebecca Weng Headshot

Becca Weng

December 16, 2025

cockroach-labs-2025-eoy-highlights

Scale & Resilience

Database Modernization

ai

2025: Benchmarking for reality and building systems that last

This year the tech industry faced big changes: DORA regulations went into effect, the increasing adoption of AI and AI agents, and major outages. As our State of Resilience Report found earlier this year, organizations experience on average 86 outages each year. Within just one month, we saw critical services falter as AWS, Azure, and Cloudflare grappled with downtime. In 2025, the everyday consumer felt firsthand the impact of those outages: sites like X and ChatGPT malfunctioned, airlines suffered, and customer trust eroded.

Rebecca Weng Headshot

Becca Weng

December 15, 2025

CockroachDB Isaac Wong engineering leadership BLOG

ai

Company

Connecting the Data Dots: How Isaac Wong Leads R&D at Cockroach Labs

When Isaac Wong talks about building systems, he puts people before servers or code. A mathematician turned engineering leader, Wong is constantly connecting abstract theory with real-world resilience. Today, as Executive Vice President of R&D at Cockroach Labs, he leads teams shaping one of the world’s most advanced distributed databases.

David Weiss

David Weiss

December 10, 2025

AWS - Blog Header - 3

Database Modernization

ai

AWS

Scale Smart, Resilient, and Global: CockroachDB + AWS at re:Invent 2025

For Cockroach Labs and AWS, it’s been a year since we announced our Strategic Collaboration Agreement, and this is a moment to highlight how our partnership has grown. Today, we’re powering a new class of applications, from real-time genAI use-cases to scalable fintech platforms to globally resilient gaming experiences, ready to tackle the ever-changing landscape of tech advances.

Rebecca Weng Headshot

Becca Weng

December 1, 2025

cockroach-connect-ai

ai

Database Modernization

Events

From agents to architecture: How AI ushers in the next era of infrastructure

As part of our participation in Microsoft Ignite, Cockroach Labs hosted our latest Cockroach Connect, The Hidden Infrastructure Challenges Behind AI in San Francisco. In a day packed with activity, our CEO and co-founder Spencer Kimball moderated a powerhouse panel of investors: Peter Fenton (Benchmark), Satish Dharmaraj (Redpoint Ventures), and Lucas Swisher (Coatue). The conversation dove into the tectonic shifts underway in technology as AI redefines how systems and software are built, and how businesses operate.

Rebecca Weng Headshot

Becca Weng

November 26, 2025

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